Cuando convivimos con tantos y tantos datos y cuando los datos son tan diversos y complejos, se hace imprescindible poder identificar los patrones de comportamiento y detectar la anomalías en los mismos. Acompáñame en esta sesión donde veremos qué son las anomalías y cómo se detectan, analizaremos varias técnicas y compararemos pros y contras con la ayuda de Azure, Python y Power BI.
Ana has more than twenty-five years of industry experience that ranges from development of desktop solutions in FoxPro in the ‘90s to data analysis and business intelligence consulting and training in the recent years. She has a Degree in Economic Cybernetics from Moscow's State University of Management, in the former USSR, and also a Masters degree in Business Intelligence from the University of Alcala, in Spain. In the last decade, she has been centered in the Data world on Microsoft technologies, modeling and Data Analysis with Microsoft SQL Server Business Intelligence and Microsoft Excel tools. Recently she has shifted her focus to, Azure ML, R, and Power BI, being currently an Official Microsoft Partner in this topic. From the early 00’s she has been an active collaborator of Microsoft user communities, starting with the Microsoft NewsGroups, communities like PortalFox, part of initiatives such as Visual FoxPro 8 translation to Spanish. More recently, she has been active in the PASS community, where she presented sessions for the chapters in EMEA and LATAM, as well as collaborating since the beginning in the Power BI User Group (PUG) Spain. You can find here in other forums, as a speaker, organizer or attendee, and as well as online in her Twitter account or in her blog, which she has been maintaining for more than fifteen years.
We seek to provide a respectful, friendly, professional experience for everyone, regardless of gender, sexual orientation, physical appearance, disability, age, race or religion. We do not tolerate any behavior that is harassing or degrading to any individual, in any form. The Code of Conduct will be enforced.
All live stream organizers using the Global Azure brand and Global Azure speakers are responsible for knowing and abiding by these standards. Each speaker who wishes to submit through our Call for Presentations needs to read and accept the Code of Conduct. We encourage every organizer and attendee to assist in creating a welcoming and safe environment. Live stream organizers are required to inform and enforce the Code of Conduct if they accept community content to their stream.
If you are being harassed, notice that someone else is being harassed, or have any other concerns, report it. Please report any concerns, suspicious or disruptive activity or behavior directly to any of the live stream organizers, or directly to the Global Azure admins at email@example.com. All reports to the Global admin team will remain confidential.
We expect local organizers to set up and enforce a Code of Conduct for all Global Azure live stream.
A good template can be found at https://confcodeofconduct.com/, including internationalized versions at https://github.com/confcodeofconduct/confcodeofconduct.com. An excellent version of a Code of Conduct, not a template, is built by the DDD Europe conference at https://dddeurope.com/2020/coc/.